Trait

org.apache.spark.ml.h2o.param

H2OAlgoParams

Related Doc: package param

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trait H2OAlgoParams[P <: Parameters] extends H2OAlgoParamsHelper[P]

A trait extracting a shared parameters among all models.

TODO: There are still bunch of parameters defined Model.ModelParameters which need to be ported here

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H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OAlgoParams
  2. H2OAlgoParamsHelper
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
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Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def H2ODistributionParam(name: String): H2ODistributionParam

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  6. final val allStringColumnsToCategorical: BooleanParam

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  9. def booleanParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  10. final def clear(param: Param[_]): H2OAlgoParams.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
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    Params
  15. final val distribution: H2ODistributionParam

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  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean

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    Definition Classes
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  22. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  23. def explainParams(): String

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    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam

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  27. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  28. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  29. def getAllStringColumnsToCategorical(): Boolean

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  30. final def getClass(): Class[_]

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    Definition Classes
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  31. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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  32. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getDistribution(): DistributionFamily

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  34. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
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    H2OAlgoParamsHelper
  35. def getFeaturesCols(): Array[String]

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  36. def getH2ODoc(fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  37. def getKeepCrossValidationFoldAssignment(): Boolean

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  38. def getKeepCrossValidationPredictions(): Boolean

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  39. def getNfolds(): Int

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  40. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  41. def getParallelizeCrossValidation(): Boolean

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  42. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  43. def getParams: P

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    Definition Classes
    H2OAlgoParamsHelper
  44. def getPredictionsCol(): String

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  45. def getSeed(): Long

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  46. def getTrainRatio(): Double

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  47. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  49. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  50. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  51. def intArrayParam(name: String, doc: String): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  52. def intParam(name: String, doc: Option[String] = None): IntParam

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    Definition Classes
    H2OAlgoParamsHelper
  53. def intParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  54. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  55. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  56. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  57. final val keepCrossValidationFoldAssignment: BooleanParam

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  58. final val keepCrossValidationPredictions: BooleanParam

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  59. def longParam(name: String, doc: Option[String] = None): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  60. def longParam(name: String, doc: String): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  61. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  62. final val nfolds: IntParam

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  63. final def notify(): Unit

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    AnyRef
  64. final def notifyAll(): Unit

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    AnyRef
  65. final val parallelizeCrossValidation: BooleanParam

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  66. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  67. def param[T](name: String, doc: String): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  68. var parameters: P

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    H2OAlgoParamsHelper
  69. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  70. final val predictionCol: Param[String]

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  71. final val ratio: DoubleParam

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  72. final val seed: LongParam

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  73. final def set(paramPair: ParamPair[_]): H2OAlgoParams.this.type

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  74. final def set(param: String, value: Any): H2OAlgoParams.this.type

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  75. final def set[T](param: Param[T], value: T): H2OAlgoParams.this.type

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    Definition Classes
    Params
  76. def setAllStringColumnsToCategorical(transform: Boolean): H2OAlgoParams.this.type

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  77. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoParams.this.type

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  78. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoParams.this.type

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    Params
  79. final def setDefault[T](param: Param[T], value: T): H2OAlgoParams.this.type

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    Attributes
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    Params
  80. def setDistribution(value: DistributionFamily): H2OAlgoParams.this.type

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  81. def setFeaturesCol(first: String): H2OAlgoParams.this.type

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  82. def setFeaturesCols(cols: Array[String]): H2OAlgoParams.this.type

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  83. def setFeaturesCols(first: String, others: String*): H2OAlgoParams.this.type

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  84. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoParams.this.type

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  85. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoParams.this.type

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  86. def setNfolds(value: Int): H2OAlgoParams.this.type

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  87. def setParallelizeCrossValidation(value: Boolean): H2OAlgoParams.this.type

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  88. def setParams(params: P): Unit

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    Definition Classes
    H2OAlgoParamsHelper
  89. def setPredictionsCol(value: String): H2OAlgoParams.this.type

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  90. def setSeed(value: Long): H2OAlgoParams.this.type

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  91. def setTrainRatio(value: Double): H2OAlgoParams.this.type

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  92. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  93. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  94. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  95. def stringParam(name: String, doc: String): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  96. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  97. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  98. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

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  99. final def wait(): Unit

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    @throws( ... )
  100. final def wait(arg0: Long, arg1: Int): Unit

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  101. final def wait(arg0: Long): Unit

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Inherited from H2OAlgoParamsHelper[P]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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